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# PaddleGAN

still under development!!

## Download Dataset
This script could download several dataset for paired images for image2image translation task.

```
cd PaddleGAN/script/
bash pix2pix_download.sh [cityscapes|facades|edges2handbags|edges2shoes|maps]
```
## Train
```
python -u tools/main.py --config-file configs/cyclegan-cityscapes.yaml
```

continue train from last checkpoint
```
python -u tools/main.py --config-file configs/cyclegan-cityscapes.yaml --resume your_checkpoint_path
```

multiple gpus train:
```
CUDA_VISIBLE_DEVICES=0,1 python -m paddle.distributed.launch tools/main.py --config-file configs/pix2pix-cityscapes.yaml
```

## Evaluate
```
python tools/main.py --config-file configs/cyclegan-cityscapes.yaml --evaluate-only --load your_weight_path
```